Publications
DEPARTMENTS
Emperical Interference
Haptic Intelligence
Modern Magnetic Systems
Perceiving Systems
Physical Intelligence
Robotic Materials
Social Foundations of Computation
Research Groups
Autonomous Vision
Autonomous Learning
Bioinspired Autonomous Miniature Robots
Dynamic Locomotion
Embodied Vision
Human Aspects of Machine Learning
Intelligent Control Systems
Learning and Dynamical Systems
Locomotion in Biorobotic and Somatic Systems
Micro, Nano, and Molecular Systems
Movement Generation and Control
Neural Capture and Synthesis
Physics for Inference and Optimization
Organizational Leadership and Diversity
Probabilistic Learning Group
Topics
Robot Learning
Conference Paper
2022
Autonomous Learning
Robotics
AI
Career
Award
Empirical Inference
Learning and Dynamical Systems
Conference Paper
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
Kladny, K., Schölkopf, B., Muehlebach, M.
The Thirteenth International Conference on Learning Representations (ICLR), April 2025, Accepted (Accepted)
URL
BibTeX
Learning and Dynamical Systems
Conference Paper
Distributed Event-Based Learning via ADMM
Er, D., Trimpe, S., Muehlebach, M.
In International Conference on Machine Learning, 2025, Submitted (Submitted)
URL
BibTeX
Learning and Dynamical Systems
Conference Paper
Adversarial Training for Defense Against Label Poisoning Attacks
Bal, M. I., Cevher, V., Muehlebach, M.
In International Conference on Learning Representations, 2025, Accepted (Accepted)
BibTeX
Learning and Dynamical Systems
Conference Paper
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
Kladny, K., Schölkopf, B., Muehlebach, M.
In International Conference On Learning Representations, International Conference on Learning Representations, 2025, Accepted (Accepted)
URL
BibTeX